| _target_: pvnet_summation.models.flat_model.FlatModel | |
| output_quantiles: | |
| - 0.02 | |
| - 0.1 | |
| - 0.25 | |
| - 0.5 | |
| - 0.75 | |
| - 0.9 | |
| - 0.98 | |
| model_name: openclimatefix/pvnet_uk_region | |
| model_version: 6feaa986a6bed3cc6c7961c6bf9e92fb15acca6a | |
| output_network: | |
| _target_: pvnet.models.multimodal.linear_networks.networks.ResFCNet2 | |
| _partial_: true | |
| fc_hidden_features: 128 | |
| n_res_blocks: 2 | |
| res_block_layers: 2 | |
| dropout_frac: 0.1 | |
| relative_scale_pvnet_outputs: false | |
| predict_difference_from_sum: true | |
| optimizer: | |
| _target_: pvnet.optimizers.AdamWReduceLROnPlateau | |
| lr: 0.0001 | |
| weight_decay: 0.25 | |
| amsgrad: true | |
| patience: 10 | |
| factor: 0.1 | |
| threshold: 0.0 | |
| num_locations: 331 | |